{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 第二周笔记——人脸识别"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### request"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 调用模块\n",
    "import requests"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# res\n",
    "# r\n",
    "# response"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "r = requests.get('https://cn.bing.com/search?q=api')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 页面数据的方式\n",
    "### content\n",
    "1. 二进制的数据信息,可以观察数据格式\n",
    "2. A.HTML: B.json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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\\xe7\\x9f\\xa5\\xe4\\xb9\\x8e</a></h2></div><div class=\"b_caption\"><div class=\"b_attribution\" u=\"0|5057|4626809669880057|fGPkbEnJMRg4B_Iej6eG0kodnm86didE\"><cite>https://zhuanlan.zhihu.com/p/30742302</cite><span class=\"c_tlbxTrg\"><span class=\"c_tlbxH\" H=\"BASE:CACHEDPAGEDEFAULT\" K=\"SERP,5092.1\"></span></span></div><p>2019-2-24&ensp;&#0183;&ensp;\\xe6\\x88\\x91\\xe4\\xbb\\xac\\xe7\\x9c\\x8b\\xe4\\xb8\\x8b\\xe7\\x99\\xbe\\xe5\\xba\\xa6\\xe6\\x98\\xaf\\xe6\\x80\\x8e\\xe4\\xb9\\x88\\xe7\\xbb\\x99\\xe5\\x87\\xbaAPI\\xe7\\x9a\\x84\\xe5\\xae\\x9a\\xe4\\xb9\\x89\\xe7\\x9a\\x84\\xef\\xbc\\x9a API\\xef\\xbc\\x88Application Programming Interface,\\xe5\\xba\\x94\\xe7\\x94\\xa8\\xe7\\xa8\\x8b\\xe5\\xba\\x8f\\xe7\\xbc\\x96\\xe7\\xa8\\x8b\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xef\\xbc\\x89\\xe6\\x98\\xaf\\xe4\\xb8\\x80\\xe4\\xba\\x9b\\xe9\\xa2\\x84\\xe5\\x85\\x88\\xe5\\xae\\x9a\\xe4\\xb9\\x89\\xe7\\x9a\\x84\\xe5\\x87\\xbd\\xe6\\x95\\xb0\\xef\\xbc\\x8c\\xe7\\x9b\\xae\\xe7\\x9a\\x84\\xe6\\x98\\xaf\\xe6\\x8f\\x90\\xe4\\xbe\\x9b\\xe5\\xba\\x94\\xe7\\x94\\xa8\\xe7\\xa8\\x8b\\xe5\\xba\\x8f\\xe4\\xb8\\x8e\\xe5\\xbc\\x80\\xe5\\x8f\\x91\\xe4\\xba\\xba\\xe5\\x91\\x98\\xe5\\x9f\\xba\\xe4\\xba\\x8e\\xe6\\x9f\\x90\\xe8\\xbd\\xaf\\xe4\\xbb\\xb6\\xe6\\x88\\x96\\xe7\\xa1\\xac\\xe4\\xbb\\xb6\\xe5\\xbe\\x97\\xe4\\xbb\\xa5\\xe8\\xae\\xbf\\xe9\\x97\\xae\\xe4\\xb8\\x80\\xe7\\xbb\\x84\\xe4\\xbe\\x8b\\xe7\\xa8\\x8b\\xe7\\x9a\\x84\\xe8\\x83\\xbd\\xe5\\x8a\\x9b\\xef\\xbc\\x8c\\xe8\\x80\\x8c\\xe5\\x8f\\x88\\xe6\\x97\\xa0\\xe9\\x9c\\x80\\xe8\\xae\\xbf\\xe9\\x97\\xae\\xe6\\xba\\x90\\xe7\\xa0\\x81\\xef\\xbc\\x8c\\xe6\\x88\\x96\\xe7\\x90\\x86\\xe8\\xa7\\xa3\\xe5\\x86\\x85\\xe9\\x83\\xa8\\xe5\\xb7\\xa5\\xe4\\xbd\\x9c\\xe6\\x9c\\xba\\xe5\\x88\\xb6\\xe7\\x9a\\x84\\xe7\\xbb\\x86\\xe8\\x8a\\x82\\xe3\\x80\\x82</p></div></li><li 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K=\"SERP,5106.1\"></span></span></div><p>2022-3-7&ensp;&#0183;&ensp;- 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class=\"b_algo\"><div class=\"b_title\"><a target=\"_blank\" class=\"sh_favicon\" href=\"http://www.woshipm.com/pd/3000478.html\" h=\"ID=SERP,5112.1\"><div class=\"wr_fav\" data-priority=\"2\"><img class=\"siteicon rms_img\" alt=\"\\xe5\\x85\\xa8\\xe7\\x90\\x83 Web \\xe5\\x9b\\xbe\\xe6\\xa0\\x87\" height=\"16\" width=\"16\" src=\"\" /></div></a><h2><a target=\"_blank\" href=\"http://www.woshipm.com/pd/3000478.html\" h=\"ID=SERP,5119.1\"><strong>API</strong>\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xe5\\x85\\xa5\\xe9\\x97\\xa8\\xef\\xbc\\x88\\xe4\\xb8\\x80\\xef\\xbc\\x89\\xef\\xbc\\x9a\\xe8\\xaf\\xbb\\xe6\\x87\\x82<strong>API</strong>\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xe6\\x96\\x87\\xe6\\xa1\\xa3 | \\xe4\\xba\\xba\\xe4\\xba\\xba\\xe9\\x83\\xbd\\xe6\\x98\\xaf\\xe4\\xba\\xa7\\xe5\\x93\\x81\\xe7\\xbb\\x8f\\xe7\\x90\\x86</a></h2></div><div class=\"b_caption\"><div class=\"b_attribution\" u=\"2|5059|4510935745300580|hjqu9CSAUlIDVmifFNagbcjeTAqUkU9h\"><cite>www.woshipm.com/pd/3000478.html</cite><span class=\"c_tlbxTrg\"><span class=\"c_tlbxH\" H=\"BASE:CACHEDPAGEDEFAULT\" K=\"SERP,5120.1\"></span></span></div><p>2022-3-22&ensp;&#0183;&ensp;\\xe5\\xaf\\xb9\\xe4\\xba\\x8e\\xe5\\xbe\\x88\\xe5\\xa4\\x9a\\xe4\\xba\\xa7\\xe5\\x93\\x81\\xe5\\xb0\\x8f\\xe7\\x99\\xbd\\xe6\\x88\\x96\\xe6\\xb1\\x82\\xe8\\x81\\x8c\\xe8\\x80\\x85\\xe8\\x80\\x8c\\xe8\\xa8\\x80\\xef\\xbc\\x8cAPI\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xe6\\x98\\xaf\\xe4\\xb8\\x80\\xe4\\xb8\\xaa\\xe4\\xba\\xa7\\xe5\\x93\\x81\\xe5\\x92\\x8c\\xe7\\xa0\\x94\\xe5\\x8f\\x91\\xe9\\xa2\\x86\\xe5\\x9f\\x9f\\xe7\\x9a\\x84\\xe4\\xb8\\x93\\xe4\\xb8\\x9a\\xe6\\x9c\\xaf\\xe8\\xaf\\xad\\xef\\xbc\\x8c\\xe5\\xa4\\xa7\\xe5\\xae\\xb6\\xe5\\x8f\\xaf\\xe8\\x83\\xbd\\xe5\\x9c\\xa8\\xe6\\x96\\x87\\xe7\\xab\\xa0\\xe6\\x88\\x96\\xe8\\x80\\x85PRD\\xe4\\xb8\\xad\\xe9\\x83\\xbd\\xe5\\xb7\\xb2\\xe7\\xbb\\x8f\\xe6\\x9c\\x89\\xe6\\x8e\\xa5\\xe8\\xa7\\xa6\\xe8\\xbf\\x87API\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xe7\\x9a\\x84\\xe6\\xa6\\x82\\xe5\\xbf\\xb5\\xe3\\x80\\x82 \\xe5\\xae\\x9e\\xe9\\x99\\x85\\xe4\\xb8\\x8a\\xef\\xbc\\x8c\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xe7\\x9a\\x84\\xe5\\xba\\x94\\xe7\\x94\\xa8\\xe5\\xb7\\xb2\\xe7\\xbb\\x8f\\xe9\\x9d\\x9e\\xe5\\xb8\\xb8\\xe5\\xb9\\xbf\\xe6\\xb3\\x9b\\xe5\\x92\\x8c\\xe6\\x88\\x90\\xe7\\x86\\x9f\\xef\\xbc\\x8c\\xe8\\xbf\\x99\\xe4\\xb8\\xaa\\xe6\\xa6\\x82\\xe5\\xbf\\xb5\\xe4\\xb8\\xbb\\xe8\\xa6\\x81\\xe6\\xb4\\xbb\\xe8\\xb7\\x83\\xe5\\x9c\\xa8\\xe5\\x85\\xac\\xe5\\x8f\\xb8\\xe5\\x86\\x85\\xe9\\x83\\xa8\\xe7\\x9a\\x84\\xe5\\x90\\x84\\xe7\\xb3\\xbb\\xe7\\xbb\\x9f\\xe4\\xb9\\x8b\\xe9\\x97\\xb4\\xe7\\x9a\\x84\\xe8\\xa1\\x94\\xe6\\x8e\\xa5\\xe5\\x92\\x8c\\xe5\\xaf\\xb9\\xe6\\x8e\\xa5\\xe4\\xbb\\xa5\\xe5\\x8f\\x8a\\xe5\\x85\\xac\\xe5\\x8f\\xb8\\xe9\\x97\\xb4\\xe5\\x90\\x88\\xe4\\xbd\\x9c\\xe7\\x9a\\x84</p></div></li><li class=\"b_algo\"><div class=\"b_title\"><a target=\"_blank\" class=\"sh_favicon\" href=\"https://www.ibm.com/cloud/learn/api\" h=\"ID=SERP,5126.1\"><div class=\"wr_fav\" data-priority=\"2\"><img class=\"siteicon rms_img\" alt=\"\\xe5\\x85\\xa8\\xe7\\x90\\x83 Web \\xe5\\x9b\\xbe\\xe6\\xa0\\x87\" height=\"16\" width=\"16\" src=\"\" /></div></a><h2><a target=\"_blank\" href=\"https://www.ibm.com/cloud/learn/api\" h=\"ID=SERP,5133.1\">What is an <strong>Application Programming Interface (API</strong>) | IBM</a></h2></div><div class=\"b_caption\"><div class=\"b_attribution\" u=\"3|5060|5003126112192241|YOxnFzC0OT3jKLxOn--G2E-wX4kVHYlY\"><cite>https://www.ibm.com/cloud/learn/<strong>api</strong></cite><span class=\"c_tlbxTrg\"><span class=\"c_tlbxH\" H=\"BASE:CACHEDPAGEDEFAULT\" K=\"SERP,5134.1\"></span></span></div><p>2020-8-19&ensp;&#0183;&ensp;What is an application programming interface (API)? An application programming interface, or API, enables companies to open up their applications\\xe2\\x80\\x99 data and functionality to external third-party developers, business partners, and \\xe2\\x80\\xa6</p></div></li><li class=\"b_algo\"><div class=\"b_title\"><a target=\"_blank\" class=\"sh_favicon\" href=\"https://blog.csdn.net/cumtdeyurenjie/article/details/80211896\" h=\"ID=SERP,5140.1\"><div class=\"wr_fav\" data-priority=\"2\"><img class=\"siteicon rms_img\" alt=\"\\xe5\\x85\\xa8\\xe7\\x90\\x83 Web \\xe5\\x9b\\xbe\\xe6\\xa0\\x87\" height=\"16\" width=\"16\" src=\"\" /></div></a><h2><a target=\"_blank\" href=\"https://blog.csdn.net/cumtdeyurenjie/article/details/80211896\" h=\"ID=SERP,5147.1\"><strong>\\xe5\\xa6\\x82\\xe4\\xbd\\x95\\xe7\\x90\\x86\\xe8\\xa7\\xa3API\\xef\\xbc\\x8cAPI</strong> \\xe6\\x98\\xaf\\xe5\\xa6\\x82\\xe4\\xbd\\x95\\xe5\\xb7\\xa5\\xe4\\xbd\\x9c\\xe7\\x9a\\x84_\\xe4\\xbb\\x81\\xe6\\x9d\\xb0\\xe5\\x85\\x84\\xe7\\x9a\\x84\\xe5\\x8d\\x9a\\xe5\\xae\\xa2-CSDN\\xe5\\x8d\\x9a\\xe5\\xae\\xa2_<strong>api</strong></a></h2></div><div class=\"b_caption\"><div class=\"b_attribution\" u=\"4|5061|4868423050594493|zBX2wQiX_E-l53EM8qlxe6vf1whBiEJ3\"><cite>https://blog.csdn.net/cumtdeyurenjie/article/details/...</cite><span class=\"c_tlbxTrg\"><span class=\"c_tlbxH\" H=\"BASE:CACHEDPAGEDEFAULT\" K=\"SERP,5148.1\"></span></span></div><p>2018-5-6&ensp;&#0183;&ensp;\\xe6\\x88\\x91\\xe4\\xbb\\xac\\xe5\\x85\\x88\\xe6\\x9d\\xa5\\xe7\\x9c\\x8b\\xe7\\x9c\\x8bAPI\\xe7\\x9a\\x84\\xe5\\xae\\x9a\\xe4\\xb9\\x89\\xef\\xbc\\x9a API\\xef\\xbc\\x9a\\xe5\\xba\\x94\\xe7\\x94\\xa8\\xe7\\xa8\\x8b\\xe5\\xba\\x8f\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xef\\xbc\\x88API\\xef\\xbc\\x9aApplication Program Interface\\xef\\xbc\\x89 \\xe5\\xba\\x94\\xe7\\x94\\xa8\\xe7\\xa8\\x8b\\xe5\\xba\\x8f\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xef\\xbc\\x88API\\xef\\xbc\\x9aapplication programming interface\\xef\\xbc\\x89\\xe6\\x98\\xaf\\xe4\\xb8\\x80\\xe7\\xbb\\x84\\xe5\\xae\\x9a\\xe4\\xb9\\x89\\xe3\\x80\\x81\\xe7\\xa8\\x8b\\xe5\\xba\\x8f\\xe5\\x8f\\x8a\\xe5\\x8d\\x8f\\xe8\\xae\\xae\\xe7\\x9a\\x84\\xe9\\x9b\\x86\\xe5\\x90\\x88\\xef\\xbc\\x8c\\xe9\\x80\\x9a\\xe8\\xbf\\x87 API \\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xe5\\xae\\x9e\\xe7\\x8e\\xb0\\xe8\\xae\\xa1\\xe7\\xae\\x97\\xe6\\x9c\\xba\\xe8\\xbd\\xaf\\xe4\\xbb\\xb6\\xe4\\xb9\\x8b\\xe9\\x97\\xb4\\xe7\\x9a\\x84\\xe7\\x9b\\xb8\\xe4\\xba\\x92\\xe9\\x80\\x9a\\xe4\\xbf\\xa1\\xe3\\x80\\x82API \\xe7\\x9a\\x84\\xe4\\xb8\\x80\\xe4\\xb8\\xaa\\xe4\\xb8\\xbb\\xe8\\xa6\\x81\\xe5\\x8a\\x9f\\xe8\\x83\\xbd\\xe6\\x98\\xaf\\xe6\\x8f\\x90\\xe4\\xbe\\x9b\\xe9\\x80\\x9a\\xe7\\x94\\xa8\\xe5\\x8a\\x9f\\xe8\\x83\\xbd</p></div></li><li class=\"b_algo\"><div class=\"b_title\"><a target=\"_blank\" class=\"sh_favicon\" href=\"https://www.api.org/\" h=\"ID=SERP,5154.1\"><div class=\"wr_fav\" data-priority=\"2\"><img class=\"siteicon rms_img\" alt=\"\\xe5\\x85\\xa8\\xe7\\x90\\x83 Web \\xe5\\x9b\\xbe\\xe6\\xa0\\x87\" height=\"16\" width=\"16\" src=\"\" /></div></a><h2><a target=\"_blank\" href=\"https://www.api.org/\" h=\"ID=SERP,5161.1\"><strong>API</strong></a></h2></div><div class=\"b_caption\"><div class=\"b_attribution\" u=\"5|5062|5036790066970666|RbA4vbnCVFPyd4ZVywp164T6wZmT6WAH\"><cite>https://www.<strong>api</strong>.org</cite><span class=\"c_tlbxTrg\"><span class=\"c_tlbxH\" H=\"BASE:CACHEDPAGEDEFAULT\" K=\"SERP,5162.1\"></span></span></div><p>2022-3-18&ensp;&#0183;&ensp;The American Petroleum Institute (API) is the only national trade association that represents all aspects of America\\xe2\\x80\\x99s oil and natural gas industry. Our more than 600 corporate members, from the largest major oil company to the smallest of independents, come from all segments of the industry.</p></div></li><li class=\"b_algo\"><div class=\"b_title\"><a target=\"_blank\" class=\"sh_favicon\" href=\"https://developer.mozilla.org/zh-CN/docs/Learn/JavaScript/Client-side_web_APIs/Introduction\" h=\"ID=SERP,5168.1\"><div class=\"wr_fav\" data-priority=\"2\"><img class=\"siteicon rms_img\" alt=\"\\xe5\\x85\\xa8\\xe7\\x90\\x83 Web \\xe5\\x9b\\xbe\\xe6\\xa0\\x87\" height=\"16\" width=\"16\" src=\"\" /></div></a><h2><a target=\"_blank\" href=\"https://developer.mozilla.org/zh-CN/docs/Learn/JavaScript/Client-side_web_APIs/Introduction\" h=\"ID=SERP,5175.1\">Web <strong>API</strong>\\xe7\\xae\\x80\\xe4\\xbb\\x8b - \\xe5\\xad\\xa6\\xe4\\xb9\\xa0 Web \\xe5\\xbc\\x80\\xe5\\x8f\\x91 | MDN</a></h2></div><div class=\"b_caption\"><div class=\"b_attribution\" u=\"6|5063|4911694850621525|gWXduVogI-C5lJZNSsryp69m_xOUHBOs\"><cite>https://developer.mozilla.org/zh-CN/docs/Learn/...</cite><span class=\"c_tlbxTrg\"><span class=\"c_tlbxH\" H=\"BASE:CACHEDPAGEDEFAULT\" K=\"SERP,5176.1\"></span></span></div><p>2022-3-22&ensp;&#0183;&ensp;\\xe5\\xba\\x94\\xe7\\x94\\xa8\\xe7\\xa8\\x8b\\xe5\\xba\\x8f\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xef\\xbc\\x88API\\xef\\xbc\\x8cApplication Programming Interface\\xef\\xbc\\x89\\xe6\\x98\\xaf\\xe5\\x9f\\xba\\xe4\\xba\\x8e\\xe7\\xbc\\x96\\xe7\\xa8\\x8b\\xe8\\xaf\\xad\\xe8\\xa8\\x80\\xe6\\x9e\\x84\\xe5\\xbb\\xba\\xe7\\x9a\\x84\\xe7\\xbb\\x93\\xe6\\x9e\\x84\\xef\\xbc\\x8c\\xe4\\xbd\\xbf\\xe5\\xbc\\x80\\xe5\\x8f\\x91\\xe4\\xba\\xba\\xe5\\x91\\x98\\xe6\\x9b\\xb4\\xe5\\xae\\xb9\\xe6\\x98\\x93\\xe5\\x9c\\xb0\\xe5\\x88\\x9b\\xe5\\xbb\\xba\\xe5\\xa4\\x8d\\xe6\\x9d\\x82\\xe7\\x9a\\x84\\xe5\\x8a\\x9f\\xe8\\x83\\xbd\\xe3\\x80\\x82. \\xe5\\xae\\x83\\xe4\\xbb\\xac\\xe6\\x8a\\xbd\\xe8\\xb1\\xa1\\xe4\\xba\\x86\\xe5\\xa4\\x8d\\xe6\\x9d\\x82\\xe7\\x9a\\x84\\xe4\\xbb\\xa3\\xe7\\xa0\\x81\\xef\\xbc\\x8c\\xe5\\xb9\\xb6\\xe6\\x8f\\x90\\xe4\\xbe\\x9b\\xe4\\xb8\\x80\\xe4\\xba\\x9b\\xe7\\xae\\x80\\xe5\\x8d\\x95\\xe7\\x9a\\x84\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xe8\\xa7\\x84\\xe5\\x88\\x99\\xe7\\x9b\\xb4\\xe6\\x8e\\xa5\\xe4\\xbd\\xbf\\xe7\\x94\\xa8\\xe3\\x80\\x82. \\xe6\\x9d\\xa5\\xe7\\x9c\\x8b\\xe4\\xb8\\x80\\xe4\\xb8\\xaa\\xe7\\x8e\\xb0\\xe5\\xae\\x9e\\xe4\\xb8\\xad\\xe7\\x9a\\x84\\xe4\\xbe\\x8b\\xe5\\xad\\x90\\xef\\xbc\\x9a\\xe6\\x83\\xb3\\xe6\\x83\\xb3\\xe6\\x82\\xa8\\xe7\\x9a\\x84\\xe6\\x88\\xbf\\xe5\\xad\\x90\\xe3\\x80\\x81\\xe5\\x85\\xac\\xe5\\xaf\\x93\\xe6\\x88\\x96\\xe5\\x85\\xb6\\xe4\\xbb\\x96\\xe4\\xbd\\x8f\\xe5\\xae\\x85\\xe7\\x9a\\x84\\xe4\\xbe\\x9b\\xe7\\x94\\xb5\\xe6\\x96\\xb9\\xe5\\xbc\\x8f\\xef\\xbc\\x8c\\xe5\\xa6\\x82\\xe6\\x9e\\x9c\\xe6\\x82\\xa8\\xe6\\x83\\xb3\\xe5\\x9c\\xa8\\xe6\\x82\\xa8\\xe7\\x9a\\x84\\xe6\\x88\\xbf\\xe5\\xad\\x90\\xe9\\x87\\x8c\\xe7\\x94\\xa8\\xe7\\x94\\xb5\\xef\\xbc\\x8c\\xe5\\x8f\\xaa\\xe8\\xa6\\x81\\xe6\\x8a\\x8a\\xe7\\x94\\xb5\\xe5\\x99\\xa8\\xe7\\x9a\\x84\\xe6\\x8f\\x92\\xe5\\xa4\\xb4\\xe6\\x8f\\x92\\xe5\\x85\\xa5\\xe6\\x8f\\x92\\xe5\\xba\\xa7\\xe5\\xb0\\xb1\\xe5\\x8f\\xaf\\xe4\\xbb\\xa5\\xef\\xbc\\x8c\\xe8\\x80\\x8c\\xe4\\xb8\\x8d\\xe6\\x98\\xaf\\xe7\\x9b\\xb4\\xe6\\x8e\\xa5\\xe6\\x8a\\x8a\\xe5\\xae\\x83\\xe8\\xbf\\x9e\\xe6\\x8e\\xa5\\xe5\\x88\\xb0\\xe7\\x94\\xb5\\xe7\\xba\\xbf\\xe4\\xb8\\x8a\\xe2\\x80\\x94\\xe2\\x80\\x94\\xe8\\xbf\\x99\\xe6\\xa0\\xb7\\xe5\\x81\\x9a\\xe9\\x9d\\x9e \\xe2\\x80\\xa6</p></div></li><li class=\"b_algo\"><div class=\"b_title\"><a target=\"_blank\" class=\"sh_favicon\" href=\"https://www.zhihu.com/question/32225726\" h=\"ID=SERP,5182.1\"><div class=\"wr_fav\" data-priority=\"2\"><img class=\"siteicon rms_img\" alt=\"\\xe5\\x85\\xa8\\xe7\\x90\\x83 Web \\xe5\\x9b\\xbe\\xe6\\xa0\\x87\" height=\"16\" width=\"16\" src=\"\" /></div></a><h2><a target=\"_blank\" href=\"https://www.zhihu.com/question/32225726\" h=\"ID=SERP,5189.1\">\\xe6\\x9c\\x89\\xe5\\x93\\xaa\\xe4\\xba\\x9b\\xe5\\xa5\\xbd\\xe7\\x8e\\xa9\\xe7\\x9a\\x84\\xe5\\x85\\x8d\\xe8\\xb4\\xb9\\xe7\\x9a\\x84<strong>API</strong>\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3? - \\xe7\\x9f\\xa5\\xe4\\xb9\\x8e</a></h2></div><div class=\"b_caption\"><div class=\"b_attribution\" u=\"7|5064|4514238574168269|bOdo1MAX37ME1u1jQBn_637vrVoNUU-i\"><cite>https://www.zhihu.com/question/32225726</cite><span class=\"c_tlbxTrg\"><span class=\"c_tlbxH\" H=\"BASE:CACHEDPAGEDEFAULT\" K=\"SERP,5190.1\"></span></span></div><p>2020-7-21&ensp;&#0183;&ensp;\\xe5\\x90\\x84\\xe5\\xa4\\xa7\\xe5\\xb9\\xb3\\xe5\\x8f\\xb0\\xe7\\x9a\\x84\\xe5\\x85\\x8d\\xe8\\xb4\\xb9api\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3_bubbleTg\\xe2\\x80\\x94\\xe2\\x80\\x94\\xe4\\xb8\\xbb\\xe8\\xa6\\x81\\xe4\\xb8\\xba\\xe7\\x94\\xb5\\xe5\\x95\\x86\\xe3\\x80\\x81\\xe7\\x89\\xa9\\xe6\\xb5\\x81\\xe3\\x80\\x81\\xe8\\xb0\\xb7\\xe6\\xad\\x8c\\xe3\\x80\\x81\\xe8\\xa7\\x86\\xe9\\xa2\\x91\\xe3\\x80\\x81\\xe9\\x9f\\xb3\\xe4\\xb9\\x90\\xe3\\x80\\x81\\xe8\\x85\\xbe\\xe8\\xae\\xaf\\xe3\\x80\\x81IP\\xe7\\x9a\\x84\\xe5\\xbc\\x80\\xe6\\x94\\xbe\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3 \\xe5\\x85\\x8d\\xe8\\xb4\\xb9\\xe5\\xbc\\x80\\xe6\\x94\\xbe\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3API_peakchao\\xe2\\x80\\x94\\xe2\\x80\\x94\\xe7\\x94\\xb1\\xe4\\xba\\x8e\\xe6\\x98\\xaf\\xe4\\xb8\\xaa\\xe4\\xba\\xba\\xe7\\xbc\\x96\\xe5\\x86\\x99\\xef\\xbc\\x8c\\xe6\\x89\\x80\\xe4\\xbb\\xa5\\xe8\\xa6\\x86\\xe7\\x9b\\x96\\xe4\\xba\\x86\\xe9\\x9d\\x9e\\xe5\\xb8\\xb8\\xe7\\xbb\\x86\\xe7\\xa2\\x8e\\xe7\\x9a\\x84\\xe4\\xbd\\xbf\\xe7\\x94\\xa8\\xe5\\x9c\\xba\\xe6\\x99\\xaf\\xef\\xbc\\x8c\\xe7\\x94\\x9f\\xe6\\xb4\\xbb\\xe5\\xb7\\xa5\\xe4\\xbd\\x9c\\xe9\\x83\\xbd\\xe6\\x9c\\x89</p></div></li><li class=\"b_algo\"><div class=\"b_title\"><a target=\"_blank\" class=\"sh_favicon\" href=\"https://api.muxiaoguo.cn/\" h=\"ID=SERP,5196.1\"><div class=\"wr_fav\" data-priority=\"2\"><img class=\"siteicon rms_img\" alt=\"\\xe5\\x85\\xa8\\xe7\\x90\\x83 Web \\xe5\\x9b\\xbe\\xe6\\xa0\\x87\" height=\"16\" width=\"16\" src=\"\" /></div></a><h2><a target=\"_blank\" href=\"https://api.muxiaoguo.cn/\" h=\"ID=SERP,5202.1\">\\xe6\\x9c\\xa8\\xe5\\xb0\\x8f\\xe6\\x9e\\x9c<strong>API</strong> - \\xe6\\x8f\\x90\\xe4\\xbe\\x9b\\xe5\\x85\\x8d\\xe8\\xb4\\xb9\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xe8\\xb0\\x83\\xe7\\x94\\xa8\\xe5\\xb9\\xb3\\xe5\\x8f\\xb0</a></h2></div><div class=\"b_caption\"><div class=\"b_attribution\" u=\"8|5065|4583924419726836|PAeBTWYqrp4kh13zFIgq_EH-soHKDWWx\"><cite>https://<strong>api</strong>.muxiaoguo.cn</cite><span class=\"c_tlbxTrg\"><span class=\"c_tlbxH\" H=\"BASE:CACHEDPAGEDEFAULT\" K=\"SERP,5203.1\"></span></span></div><p>\\xe6\\x9c\\xa8\\xe5\\xb0\\x8f\\xe6\\x9e\\x9c<strong>API</strong>(<strong>api</strong>.muxiaoguo.cn)\\xe5\\x88\\x9b\\xe7\\xab\\x8b\\xe4\\xba\\x8e2019\\xe5\\xb9\\xb412\\xe6\\x9c\\x8801\\xe6\\x97\\xa5\\xef\\xbc\\x8c\\xe7\\x9b\\xae\\xe5\\x89\\x8d\\xe7\\xbd\\x91\\xe7\\xab\\x99\\xe4\\xb8\\xbb\\xe8\\xa6\\x81\\xe6\\x8f\\x90\\xe4\\xbe\\x9b\\xe7\\xa8\\xb3\\xe5\\xae\\x9a\\xe3\\x80\\x81\\xe9\\xab\\x98\\xe6\\x95\\x88\\xe3\\x80\\x81\\xe5\\x85\\x8d\\xe8\\xb4\\xb9\\xe7\\x9a\\x84 <strong>API</strong> \\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xe6\\x9c\\x8d\\xe5\\x8a\\xa1\\xef\\xbc\\x9b\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xe6\\x9c\\x8d\\xe5\\x8a\\xa1\\xe5\\x99\\xa8\\xe9\\x87\\x87\\xe7\\x94\\xa8\\xe4\\xb8\\xad\\xe5\\xb0\\x8f\\xe5\\x9e\\x8b\\xe6\\x9c\\x8d\\xe5\\x8a\\xa1\\xe5\\x99\\xa8\\xef\\xbc\\x8c\\xe8\\xaf\\xb7\\xe5\\x90\\x88\\xe7\\x90\\x86\\xe4\\xbd\\xbf\\xe7\\x94\\xa8\\xe8\\xb5\\x84\\xe6\\xba\\x90\\xef\\xbc\\x8c\\xe4\\xb8\\x8d\\xe8\\xa6\\x81\\xe9\\x95\\xbf\\xe6\\x97\\xb6\\xe9\\x97\\xb4\\xe5\\xa4\\xa7\\xe6\\xb5\\x81\\xe9\\x87\\x8f\\xe5\\x8d\\xa0\\xe7\\x94\\xa8\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xef\\xbc\\x9b\\xe6\\x9c\\xac\\xe7\\xab\\x99\\xe5\\x8f\\xaa\\xe6\\x98\\xaf\\xe6\\x8f\\x90\\xe4\\xbe\\x9b\\xe6\\x8a\\x80\\xe6\\x9c\\xaf\\xe6\\x94\\xaf\\xe6\\x8c\\x81\\xe5\\x8f\\x8a\\xe7\\xbb\\xb4\\xe6\\x8a\\xa4\\xef\\xbc\\x8c\\xe8\\x8b\\xa5\\xe4\\xbb\\xa5\\xe4\\xb8\\x8a\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xe4\\xbe\\xb5\\xe7\\x8a\\xaf\\xe8\\xb4\\xb5\\xe7\\xab\\x99\\xe6\\x95\\xb0\\xe6\\x8d\\xae\\xef\\xbc\\x8c\\xe8\\xaf\\xb7\\xe8\\x81\\x94\\xe7\\xb3\\xbb\\xe7\\xab\\x99\\xe9\\x95\\xbf</p></div></li><li class=\"b_algo\"><div class=\"b_title\"><a target=\"_blank\" class=\"sh_favicon\" href=\"https://api.iyk0.com/\" h=\"ID=SERP,5209.1\"><div class=\"wr_fav\" data-priority=\"2\"><img class=\"siteicon rms_img\" alt=\"\\xe5\\x85\\xa8\\xe7\\x90\\x83 Web \\xe5\\x9b\\xbe\\xe6\\xa0\\x87\" height=\"16\" width=\"16\" src=\"\" /></div></a><h2><a target=\"_blank\" href=\"https://api.iyk0.com/\" h=\"ID=SERP,5215.1\">\\xe4\\xbc\\x98\\xe5\\xae\\xa2<strong>API</strong> - \\xe6\\x8f\\x90\\xe4\\xbe\\x9b\\xe5\\x85\\x8d\\xe8\\xb4\\xb9\\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xe8\\xb0\\x83\\xe7\\x94\\xa8\\xe5\\xb9\\xb3\\xe5\\x8f\\xb0</a></h2></div><div class=\"b_caption\"><div class=\"b_attribution\" u=\"9|5066|4949701013407408|y9FMxftu2gXK3WYQra9eKBPQ8LaVbjG3\"><cite>https://<strong>api</strong>.iyk0.com</cite><span class=\"c_tlbxTrg\"><span class=\"c_tlbxH\" H=\"BASE:CACHEDPAGEDEFAULT\" K=\"SERP,5216.1\"></span></span></div><p>\\xe5\\x85\\xb3\\xe4\\xba\\x8e \\xe4\\xbc\\x98\\xe5\\xae\\xa2 API. \\xe4\\xbc\\x98\\xe5\\xae\\xa2 API \\xe6\\x98\\xaf \\xe4\\xbc\\x98\\xe5\\xae\\xa2blog \\xe7\\xab\\x99\\xe9\\x95\\xbf\\xe6\\x94\\xaf\\xe6\\x8c\\x81\\xe5\\xb9\\xb6\\xe7\\xbb\\xb4\\xe6\\x8a\\xa4\\xe7\\x9a\\x84 API \\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xe9\\xa1\\xb9\\xe7\\x9b\\xae\\xef\\xbc\\x8c\\xe8\\x87\\xb4\\xe5\\x8a\\x9b\\xe4\\xba\\x8e\\xe4\\xb8\\xba\\xe7\\x94\\xa8\\xe6\\x88\\xb7\\xe6\\x8f\\x90\\xe4\\xbe\\x9b\\xe7\\xa8\\xb3\\xe5\\xae\\x9a\\xe3\\x80\\x81\\xe5\\xbf\\xab\\xe9\\x80\\x9f\\xe7\\x9a\\x84\\xe5\\x85\\x8d\\xe8\\xb4\\xb9 API \\xe6\\x8e\\xa5\\xe5\\x8f\\xa3\\xe6\\x9c\\x8d\\xe5\\x8a\\xa1\\xe5\\xb9\\xb3\\xe5\\x8f\\xb0\\xe3\\x80\\x82. \\xe7\\xa8\\xb3\\xe5\\xae\\x9a\\xe8\\xbf\\x90\\xe8\\xa1\\x8c\\xef\\xbc\\x9a 550 \\xe5\\xa4\\xa9\\xe3\\x80\\x82. \\xe5\\x8f\\x8d\\xe9\\xa6\\x88\\xe6\\x88\\x96\\xe5\\xbb\\xba\\xe8\\xae\\xae\\xe8\\xaf\\xb7\\xe5\\x8f\\x91\\xe9\\x80\\x81\\xe9\\x82\\xae\\xe4\\xbb\\xb6\\xe8\\x87\\xb3\\xef\\xbc\\x9aiyk0@qq.com.</p></div></li><li class=\"b_msg 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   "source": [
    "r = requests.get('https://api.github.com/events')"
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     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
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Install [`Nextflow`](https://www.nextflow.io/docs/latest/getstarted.html#installation) (`>=21.10.3`)\\\\n \\\\n-2. Install any of [`Docker`](https://docs.docker.com/engine/installation/), [`Singularity`](https://www.sylabs.io/guides/3.0/user-guide/), [`Podman`](https://podman.io/), [`Shifter`](https://nersc.gitlab.io/development/shifter/how-to-use/) or [`Charliecloud`](https://hpc.github.io/charliecloud/) for full pipeline reproducibility _(please only use [`Conda`](https://conda.io/miniconda.html) as a last resort; see [docs](https://nf-co.re/usage/configuration#basic-configuration-profiles))_\\\\n+2. Install any of [`Docker`](https://docs.docker.com/engine/installation/), [`Singularity`](https://www.sylabs.io/guides/3.0/user-guide/) (you can follow [this tutorial](https://singularity-tutorial.github.io/01-installation/)), [`Podman`](https://podman.io/), [`Shifter`](https://nersc.gitlab.io/development/shifter/how-to-use/) or [`Charliecloud`](https://hpc.github.io/charliecloud/) for full pipeline reproducibility _(you can use [`Conda`](https://conda.io/miniconda.html) both to install Nextflow itself and also to manage software within pipelines. Please only use it within pipelines as a last resort; see [docs](https://nf-co.re/usage/configuration#basic-configuration-profiles))_.\\\\n \\\\n 3. Download the pipeline and test it on a minimal dataset with a single command:\\\\n \\\\n-    ```console\\\\n-    nextflow run nf-core/mhcquant -profile test,YOURPROFILE\\\\n-    ```\\\\n+   ```console\\\\n+   nextflow run nf-core/mhcquant -profile test,YOURPROFILE\\\\n+   ```\\\\n \\\\n-    Note that some form of configuration will be needed so that Nextflow knows how to fetch the required software. This is usually done in the form of a config profile (`YOURPROFILE` in the example command above). You can chain multiple config profiles in a comma-separated string.\\\\n+   Note that some form of configuration will be needed so that Nextflow knows how to fetch the required software. This is usually done in the form of a config profile (`YOURPROFILE` in the example command above). You can chain multiple config profiles in a comma-separated string.\\\\n \\\\n-    > * The pipeline comes with config profiles called `docker`, `singularity`, `podman`, `shifter`, `charliecloud` and `conda` which instruct the pipeline to use the named tool for software management. For example, `-profile test,docker`.\\\\n-    > * Please check [nf-core/configs](https://github.com/nf-core/configs#documentation) to see if a custom config file to run nf-core pipelines already exists for your Institute. If so, you can simply use `-profile <institute>` in your command. This will enable either `docker` or `singularity` and set the appropriate execution settings for your local compute environment.\\\\n-    > * If you are using `singularity` and are persistently observing issues downloading Singularity images directly due to timeout or network issues, then you can use the `--singularity_pull_docker_container` parameter to pull and convert the Docker image instead. Alternatively, you can use the [`nf-core download`](https://nf-co.re/tools/#downloading-pipelines-for-offline-use) command to download images first, before running the pipeline. Setting the [`NXF_SINGULARITY_CACHEDIR` or `singularity.cacheDir`](https://www.nextflow.io/docs/latest/singularity.html?#singularity-docker-hub) Nextflow options enables you to store and re-use the images from a central location for future pipeline runs.\\\\n-    > * If you are using `conda`, it is highly recommended to use the [`NXF_CONDA_CACHEDIR` or `conda.cacheDir`](https://www.nextflow.io/docs/latest/conda.html) settings to store the environments in a central location for future pipeline runs.\\\\n+   > - The pipeline comes with config profiles called `docker`, `singularity`, `podman`, `shifter`, `charliecloud` and `conda` which instruct the pipeline to use the named tool for software management. For example, `-profile test,docker`.\\\\n+   > - Please check [nf-core/configs](https://github.com/nf-core/configs#documentation) to see if a custom config file to run nf-core pipelines already exists for your Institute. If so, you can simply use `-profile <institute>` in your command. This will enable either `docker` or `singularity` and set the appropriate execution settings for your local compute environment.\\\\n+   > - If you are using `singularity`, please use the [`nf-core download`](https://nf-co.re/tools/#downloading-pipelines-for-offline-use) command to download images first, before running the pipeline. Setting the [`NXF_SINGULARITY_CACHEDIR` or `singularity.cacheDir`](https://www.nextflow.io/docs/latest/singularity.html?#singularity-docker-hub) Nextflow options enables you to store and re-use the images from a central location for future pipeline runs.\\\\n+   > - If you are using `conda`, it is highly recommended to use the [`NXF_CONDA_CACHEDIR` or `conda.cacheDir`](https://www.nextflow.io/docs/latest/conda.html) settings to store the environments in a central location for future pipeline runs.\\\\n \\\\n 4. Start running your own analysis!\\\\n \\\\n-    ```bash\\\\n-    nextflow run nf-core/mhcquant -profile test,<docker/singularity/podman/shifter/charliecloud/conda/institute>\\\\n-                                  --input \\'samples.tsv\\'\\\\n-                                  --fasta \\'SWISSPROT_2020.fasta\\'\\\\n-                                  --allele_sheet \\'alleles.tsv\\'\\\\n-                                  --predict_class_1\\\\n-                                  --refine_fdr_on_predicted_subset\\\\n-    ```\\\\n+   ```bash\\\\n+   nextflow run nf-core/mhcquant -profile test,<docker/singularity/podman/shifter/charliecloud/conda/institute>\\\\n+                                 --input \\'samples.tsv\\'\\\\n+                                 --fasta \\'SWISSPROT_2020.fasta\\'\\\\n+                                 --allele_sheet \\'alleles.tsv\\'\\\\n+                                 --predict_class_1\\\\n+                                 --refine_fdr_on_predicted_subset\",\"path\":\"README.md\",\"position\":50,\"original_position\":50,\"commit_id\":\"33b2f417d678d67c30239cc817388e9e7c2f06a8\",\"original_commit_id\":\"33b2f417d678d67c30239cc817388e9e7c2f06a8\",\"user\":{\"login\":\"ggabernet\",\"id\":3973503,\"node_id\":\"MDQ6VXNlcjM5NzM1MDM=\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/3973503?v=4\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/ggabernet\",\"html_url\":\"https://github.com/ggabernet\",\"followers_url\":\"https://api.github.com/users/ggabernet/followers\",\"following_url\":\"https://api.github.com/users/ggabernet/following{/other_user}\",\"gists_url\":\"https://api.github.com/users/ggabernet/gists{/gist_id}\",\"starred_url\":\"https://api.github.com/users/ggabernet/starred{/owner}{/repo}\",\"subscriptions_url\":\"https://api.github.com/users/ggabernet/subscriptions\",\"organizations_url\":\"https://api.github.com/users/ggabernet/orgs\",\"repos_url\":\"https://api.github.com/users/ggabernet/repos\",\"events_url\":\"https://api.github.com/users/ggabernet/events{/privacy}\",\"received_events_url\":\"https://api.github.com/users/ggabernet/received_events\",\"type\":\"User\",\"site_admin\":false},\"body\":\"```suggestion\\\\r\\\\n 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the mhcquant functionalities for the non-quantified data\",\"user\":{\"login\":\"marissaDubbelaar\",\"id\":71317334,\"node_id\":\"MDQ6VXNlcjcxMzE3MzM0\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/71317334?v=4\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/marissaDubbelaar\",\"html_url\":\"https://github.com/marissaDubbelaar\",\"followers_url\":\"https://api.github.com/users/marissaDubbelaar/followers\",\"following_url\":\"https://api.github.com/users/marissaDubbelaar/following{/other_user}\",\"gists_url\":\"https://api.github.com/users/marissaDubbelaar/gists{/gist_id}\",\"starred_url\":\"https://api.github.com/users/marissaDubbelaar/starred{/owner}{/repo}\",\"subscriptions_url\":\"https://api.github.com/users/marissaDubbelaar/subscriptions\",\"organizations_url\":\"https://api.github.com/users/marissaDubbelaar/orgs\",\"repos_url\":\"https://api.github.com/users/marissaDubbelaar/repos\",\"events_url\":\"https://api.github.com/users/marissaDubbelaar/events{/privacy}\",\"received_events_url\":\"https://api.github.com/users/marissaDubbelaar/received_events\",\"type\":\"User\",\"site_admin\":false},\"body\":\"<!--\\\\r\\\\n# nf-core/mhcquant pull request\\\\r\\\\n\\\\r\\\\nMany thanks for contributing to nf-core/mhcquant!\\\\r\\\\n\\\\r\\\\nPlease fill in the appropriate checklist below (delete whatever is not relevant).\\\\r\\\\nThese are the most common things requested on pull requests (PRs).\\\\r\\\\n\\\\r\\\\nRemember that PRs should be made against the dev branch unless you\\'re preparing a pipeline release.\\\\r\\\\n\\\\r\\\\nLearn more about contributing: [CONTRIBUTING.md](https://github.com/nf-core/mhcquant/tree/master/.github/CONTRIBUTING.md)\\\\r\\\\n-->\\\\r\\\\n\\\\r\\\\n\\\\r\\\\nHere, there is an update for the nf-core template (version 2.3.2) as well as a suggestion for the file creation for a run when `--skip_quantification` is provided. Of course, it is of interest to perform the quantification, but this is not always possible and it would be of interest to generate the belonging outcome.\\\\r\\\\n\\\\r\\\\nWhat happened:\\\\r\\\\n- nf-core template update (version 2.3.2)\\\\r\\\\n- Adjustments of the `PRE_QUANTIFICATION` subworkflow: `OPENMS_FALSEDISCOVERYRATE`, `OPENMS_IDFILTER_FOR_ALIGNMENT`, and `OPENMS_TEXTEXPORTER_PSMS`\\\\r\\\\n- Included `OPENMS_TEXTEXPORTER_UNQUANTIFIED`to write a combined FDR filtered output file for unquantified data\\\\r\\\\n- Typo in previous release date\\\\r\\\\n\\\\r\\\\n<!-- markdownlint-disable ul-indent -->\\\\r\\\\n\\\\r\\\\n## PR checklist\\\\r\\\\n\\\\r\\\\n- [x] This comment contains a description of changes (with reason).\\\\r\\\\n- [x] Make sure your code lints (`nf-core lint`).\\\\r\\\\n- [x] Ensure the test suite passes (`nextflow run . -profile test,docker`).\\\\r\\\\n- [x] Usage Documentation in `docs/usage.md` is updated.\\\\r\\\\n- [x] Output Documentation in 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-37,50 +37,41 @@ On release, automated continuous integration tests run the pipeline on a full-si\\\\n \\\\n 1. Install [`Nextflow`](https://www.nextflow.io/docs/latest/getstarted.html#installation) (`>=21.10.3`)\\\\n \\\\n-2. Install any of [`Docker`](https://docs.docker.com/engine/installation/), [`Singularity`](https://www.sylabs.io/guides/3.0/user-guide/), [`Podman`](https://podman.io/), [`Shifter`](https://nersc.gitlab.io/development/shifter/how-to-use/) or [`Charliecloud`](https://hpc.github.io/charliecloud/) for full pipeline reproducibility _(please only use [`Conda`](https://conda.io/miniconda.html) as a last resort; see [docs](https://nf-co.re/usage/configuration#basic-configuration-profiles))_\\\\n+2. Install any of [`Docker`](https://docs.docker.com/engine/installation/), [`Singularity`](https://www.sylabs.io/guides/3.0/user-guide/) (you can follow [this tutorial](https://singularity-tutorial.github.io/01-installation/)), [`Podman`](https://podman.io/), [`Shifter`](https://nersc.gitlab.io/development/shifter/how-to-use/) or [`Charliecloud`](https://hpc.github.io/charliecloud/) for full pipeline reproducibility _(you can use [`Conda`](https://conda.io/miniconda.html) both to install Nextflow itself and also to manage software within pipelines. Please only use it within pipelines as a last resort; see [docs](https://nf-co.re/usage/configuration#basic-configuration-profiles))_.\\\\n \\\\n 3. Download the pipeline and test it on a minimal dataset with a single command:\\\\n \\\\n-    ```console\\\\n-    nextflow run nf-core/mhcquant -profile test,YOURPROFILE\\\\n-    ```\\\\n+   ```console\\\\n+   nextflow run nf-core/mhcquant -profile test,YOURPROFILE\\\\n+   ```\\\\n \\\\n-    Note that some form of configuration will be needed so that Nextflow knows how to fetch the required software. This is usually done in the form of a config profile (`YOURPROFILE` in the example command above). You can chain multiple config profiles in a comma-separated string.\\\\n+   Note that some form of configuration will be needed so that Nextflow knows how to fetch the required software. This is usually done in the form of a config profile (`YOURPROFILE` in the example command above). You can chain multiple config profiles in a comma-separated string.\\\\n \\\\n-    > * The pipeline comes with config profiles called `docker`, `singularity`, `podman`, `shifter`, `charliecloud` and `conda` which instruct the pipeline to use the named tool for software management. For example, `-profile test,docker`.\\\\n-    > * Please check [nf-core/configs](https://github.com/nf-core/configs#documentation) to see if a custom config file to run nf-core pipelines already exists for your Institute. If so, you can simply use `-profile <institute>` in your command. This will enable either `docker` or `singularity` and set the appropriate execution settings for your local compute environment.\\\\n-    > * If you are using `singularity` and are persistently observing issues downloading Singularity images directly due to timeout or network issues, then you can use the `--singularity_pull_docker_container` parameter to pull and convert the Docker image instead. Alternatively, you can use the [`nf-core download`](https://nf-co.re/tools/#downloading-pipelines-for-offline-use) command to download images first, before running the pipeline. Setting the [`NXF_SINGULARITY_CACHEDIR` or `singularity.cacheDir`](https://www.nextflow.io/docs/latest/singularity.html?#singularity-docker-hub) Nextflow options enables you to store and re-use the images from a central location for future pipeline runs.\\\\n-    > * If you are using `conda`, it is highly recommended to use the [`NXF_CONDA_CACHEDIR` or `conda.cacheDir`](https://www.nextflow.io/docs/latest/conda.html) settings to store the environments in a central location for future pipeline runs.\\\\n+   > - The pipeline comes with config profiles called `docker`, `singularity`, `podman`, `shifter`, `charliecloud` and `conda` which instruct the pipeline to use the named tool for software management. For example, `-profile test,docker`.\\\\n+   > - Please check [nf-core/configs](https://github.com/nf-core/configs#documentation) to see if a custom config file to run nf-core pipelines already exists for your Institute. If so, you can simply use `-profile <institute>` in your command. This will enable either `docker` or `singularity` and set the appropriate execution settings for your local compute environment.\\\\n+   > - If you are using `singularity`, please use the [`nf-core download`](https://nf-co.re/tools/#downloading-pipelines-for-offline-use) command to download images first, before running the pipeline. Setting the [`NXF_SINGULARITY_CACHEDIR` or `singularity.cacheDir`](https://www.nextflow.io/docs/latest/singularity.html?#singularity-docker-hub) Nextflow options enables you to store and re-use the images from a central location for future pipeline runs.\\\\n+   > - If you are using `conda`, it is highly recommended to use the [`NXF_CONDA_CACHEDIR` or `conda.cacheDir`](https://www.nextflow.io/docs/latest/conda.html) settings to store the environments in a central location for future pipeline runs.\\\\n \\\\n 4. 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the mhcquant functionalities for the non-quantified 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nf-core/mhcquant pull request\\\\r\\\\n\\\\r\\\\nMany thanks for contributing to nf-core/mhcquant!\\\\r\\\\n\\\\r\\\\nPlease fill in the appropriate checklist below (delete whatever is not relevant).\\\\r\\\\nThese are the most common things requested on pull requests (PRs).\\\\r\\\\n\\\\r\\\\nRemember that PRs should be made against the dev branch unless you\\'re preparing a pipeline release.\\\\r\\\\n\\\\r\\\\nLearn more about contributing: [CONTRIBUTING.md](https://github.com/nf-core/mhcquant/tree/master/.github/CONTRIBUTING.md)\\\\r\\\\n-->\\\\r\\\\n\\\\r\\\\n\\\\r\\\\nHere, there is an update for the nf-core template (version 2.3.2) as well as a suggestion for the file creation for a run when `--skip_quantification` is provided. 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      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.content"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "payload = ('name':'caiwanling','job':'IT')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "payload = {'key1': 'value1', 'key2': 'value2'}\n",
    "r = requests.get(\"http://httpbin.org/get\", params=payload)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# face++ detect实践"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 1.导入需要的requests模块\n",
    "import requests\n",
    "\n",
    "# 2.准备api的接口身份\n",
    "\n",
    "API_Key = \"p1trKNavnFo86_pKDl5eiY2Z5Nhz_7SF\"\n",
    "API_Secret = \"5YkQz9wSFR35_tmY1uQQoH1luj8ceD-n\"\n",
    "\n",
    "# 3.准备base URL(face detect)\n",
    "base_url = \"https://api-cn.faceplusplus.com/facepp/v3/detect\"\n",
    "\n",
    "# 4.请求方法：POST\n",
    "\n",
    "# 5.准备请求参数：payload\n",
    "payload = {\n",
    "    \"api_key\":API_Key,\n",
    "    \"api_secret\":API_Secret,\n",
    "    \"image_url\":\"https://i0.hdslb.com/bfs/article/eec00424db25727d11a33dd7ebc6fa99d88e0d4a.jpg\",\n",
    "#    \"return_landmark\":1,\n",
    "    \"return_attributes\":\"gender,age,smiling\"\n",
    "\n",
    "}\n",
    "# 6.请求数据\n",
    "\n",
    "r = requests.post(base_url,payload)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r"
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